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Understanding Concept Drift

Understanding Concept Drift

2 April 2017
Geoffrey I. Webb
Loong Kuan Lee
F. Petitjean
Bart Goethals
ArXiv (abs)PDFHTML

Papers citing "Understanding Concept Drift"

15 / 15 papers shown
Title
Evolving Machine Learning: A Survey
Ignacio Cabrera Martin
Subhaditya Mukherjee
Almas Baimagambetov
Joaquin Vanschoren
Nikolaos Polatidis
VLM
261
0
0
23 May 2025
Adversarial Attacks for Drift Detection
Adversarial Attacks for Drift Detection
Fabian Hinder
Valerie Vaquet
Barbara Hammer
AAML
135
0
0
25 Nov 2024
One or Two Things We know about Concept Drift -- A Survey on Monitoring
  Evolving Environments
One or Two Things We know about Concept Drift -- A Survey on Monitoring Evolving Environments
Fabian Hinder
Valerie Vaquet
Barbara Hammer
80
11
0
24 Oct 2023
Model Based Explanations of Concept Drift
Model Based Explanations of Concept Drift
Fabian Hinder
Valerie Vaquet
Johannes Brinkrolf
Barbara Hammer
64
27
0
16 Mar 2023
Precise Change Point Detection using Spectral Drift Detection
Precise Change Point Detection using Spectral Drift Detection
Fabian Hinder
André Artelt
Valerie Vaquet
Barbara Hammer
18
0
0
13 May 2022
Sintel: A Machine Learning Framework to Extract Insights from Signals
Sintel: A Machine Learning Framework to Extract Insights from Signals
Sarah Alnegheimish
Dongyu Liu
Carles Sala Cladellas
Laure Berti-Equille
K. Veeramachaneni
AI4TS
68
16
0
19 Apr 2022
Suitability of Different Metric Choices for Concept Drift Detection
Suitability of Different Metric Choices for Concept Drift Detection
Fabian Hinder
Valerie Vaquet
Barbara Hammer
51
16
0
19 Feb 2022
Analysis of Drifting Features
Analysis of Drifting Features
Fabian Hinder
Jonathan Jakob
Barbara Hammer
23
2
0
01 Dec 2020
Counterfactual Explanations of Concept Drift
Counterfactual Explanations of Concept Drift
Fabian Hinder
Barbara Hammer
30
8
0
23 Jun 2020
Data science on industrial data -- Today's challenges in brown field
  applications
Data science on industrial data -- Today's challenges in brown field applications
Tilman Klaeger
Sebastian Gottschall
Lukas Oehm
AI4CE
26
7
0
10 Jun 2020
A Primer on Domain Adaptation
A Primer on Domain Adaptation
Pirmin Lemberger
Ivan Panico
OOD
62
15
0
27 Jan 2020
A probability theoretic approach to drifting data in continuous time
  domains
A probability theoretic approach to drifting data in continuous time domains
Fabian Hinder
André Artelt
Barbara Hammer
38
6
0
04 Dec 2019
A Review on The Use of Deep Learning in Android Malware Detection
A Review on The Use of Deep Learning in Android Malware Detection
Abdelmonim Naway
Yuancheng Li
63
55
0
26 Dec 2018
Transfer Topic Labeling with Domain-Specific Knowledge Base: An Analysis
  of UK House of Commons Speeches 1935-2014
Transfer Topic Labeling with Domain-Specific Knowledge Base: An Analysis of UK House of Commons Speeches 1935-2014
Alexander Herzog
Peter John
Slava Jankin
69
7
0
03 Jun 2018
Identifying and Alleviating Concept Drift in Streaming Tensor
  Decomposition
Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition
Ravdeep Pasricha
Ekta Gujral
Evangelos E. Papalexakis
46
23
0
25 Apr 2018
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